BibTeX records: Xiaolong Ma

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@article{DBLP:journals/access/XieWCMXZSL21,
  author    = {Chuan Xie and
               Zhizhong Wang and
               Haibo Chen and
               Xiaolong Ma and
               Wei Xing and
               Lei Zhao and
               Wei Song and
               Zhijie Lin},
  title     = {Image Style Transfer Algorithm Based on Semantic Segmentation},
  journal   = {{IEEE} Access},
  volume    = {9},
  pages     = {54518--54529},
  year      = {2021},
  url       = {https://doi.org/10.1109/ACCESS.2021.3054969},
  doi       = {10.1109/ACCESS.2021.3054969},
  timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/access/XieWCMXZSL21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/XieWCMXZL21,
  author    = {Chuan Xie and
               Zhizhong Wang and
               Haibo Chen and
               Xiaolong Ma and
               Wei Xing and
               Lei Zhao and
               Zhijie Lin},
  title     = {Real-Time High Realistic Web Display Method of Complex 3D Model},
  journal   = {{IEEE} Access},
  volume    = {9},
  pages     = {62562--62573},
  year      = {2021},
  url       = {https://doi.org/10.1109/ACCESS.2021.3055016},
  doi       = {10.1109/ACCESS.2021.3055016},
  timestamp = {Sun, 16 May 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/access/XieWCMXZL21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LuWCXMXZL21,
  author    = {Qiong Lu and
               Zhizhong Wang and
               Haibo Chen and
               Chuan Xie and
               Xiaolong Ma and
               Wei Xing and
               Lei Zhao and
               Zhijie Lin},
  title     = {Corrections to "Real-Time High Realistic Web Display Method of
               Complex 3D Model"},
  journal   = {{IEEE} Access},
  volume    = {9},
  pages     = {65173},
  year      = {2021},
  url       = {https://doi.org/10.1109/ACCESS.2021.3074828},
  doi       = {10.1109/ACCESS.2021.3074828},
  timestamp = {Sun, 16 May 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/access/LuWCXMXZL21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/GuanLMNRSWZ21,
  author    = {Hui Guan and
               Shaoshan Liu and
               Xiaolong Ma and
               Wei Niu and
               Bin Ren and
               Xipeng Shen and
               Yanzhi Wang and
               Pu Zhao},
  title     = {CoCoPIE: enabling real-time {AI} on off-the-shelf mobile devices via
               compression-compilation co-design},
  journal   = {Commun. {ACM}},
  volume    = {64},
  number    = {6},
  pages     = {62--68},
  year      = {2021},
  url       = {https://doi.org/10.1145/3418297},
  doi       = {10.1145/3418297},
  timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/cacm/GuanLMNRSWZ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jits/MaXM21,
  author    = {Dongfang Ma and
               Jiawang Xiao and
               Xiaolong Ma},
  title     = {A decentralized model predictive traffic signal control method with
               fixed phase sequence for urban networks},
  journal   = {J. Intell. Transp. Syst.},
  volume    = {25},
  number    = {5},
  pages     = {455--468},
  year      = {2021},
  url       = {https://doi.org/10.1080/15472450.2020.1734801},
  doi       = {10.1080/15472450.2020.1734801},
  timestamp = {Tue, 21 Sep 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/jits/MaXM21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mva/FuMZ21,
  author    = {Yongzhong Fu and
               Xiaolong Ma and
               Hang Zhou},
  title     = {Automatic detection of multi-crossing crack defects in multi-crystalline
               solar cells based on machine vision},
  journal   = {Mach. Vis. Appl.},
  volume    = {32},
  number    = {3},
  pages     = {60},
  year      = {2021},
  url       = {https://doi.org/10.1007/s00138-021-01183-9},
  doi       = {10.1007/s00138-021-01183-9},
  timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/mva/FuMZ21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/MaXSM021,
  author    = {Dongfang Ma and
               Jiawang Xiao and
               Xiang Song and
               Xiaolong Ma and
               Sheng Jin},
  title     = {A Back-Pressure-Based Model With Fixed Phase Sequences for Traffic
               Signal Optimization Under Oversaturated Networks},
  journal   = {{IEEE} Trans. Intell. Transp. Syst.},
  volume    = {22},
  number    = {9},
  pages     = {5577--5588},
  year      = {2021},
  url       = {https://doi.org/10.1109/TITS.2020.2987917},
  doi       = {10.1109/TITS.2020.2987917},
  timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tits/MaXSM021.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/YuanBCSFLLMDWBW21,
  author    = {Geng Yuan and
               Payman Behnam and
               Yuxuan Cai and
               Ali Shafiee and
               Jingyan Fu and
               Zhiheng Liao and
               Zhengang Li and
               Xiaolong Ma and
               Jieren Deng and
               Jinhui Wang and
               Mahdi Nazm Bojnordi and
               Yanzhi Wang and
               Caiwen Ding},
  title     = {TinyADC: Peripheral Circuit-aware Weight Pruning Framework for Mixed-signal
               {DNN} Accelerators},
  booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
               {DATE} 2021, Grenoble, France, February 1-5, 2021},
  pages     = {926--931},
  publisher = {{IEEE}},
  year      = {2021},
  url       = {https://doi.org/10.23919/DATE51398.2021.9474235},
  doi       = {10.23919/DATE51398.2021.9474235},
  timestamp = {Wed, 21 Jul 2021 10:04:34 +0200},
  biburl    = {https://dblp.org/rec/conf/date/YuanBCSFLLMDWBW21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0007YCSMJRT0W21,
  author    = {Ning Liu and
               Geng Yuan and
               Zhengping Che and
               Xuan Shen and
               Xiaolong Ma and
               Qing Jin and
               Jian Ren and
               Jian Tang and
               Sijia Liu and
               Yanzhi Wang},
  editor    = {Marina Meila and
               Tong Zhang},
  title     = {Lottery Ticket Preserves Weight Correlation: Is It Desirable or Not?},
  booktitle = {Proceedings of the 38th International Conference on Machine Learning,
               {ICML} 2021, 18-24 July 2021, Virtual Event},
  series    = {Proceedings of Machine Learning Research},
  volume    = {139},
  pages     = {7011--7020},
  publisher = {{PMLR}},
  year      = {2021},
  url       = {http://proceedings.mlr.press/v139/liu21aa.html},
  timestamp = {Tue, 31 Aug 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/icml/0007YCSMJRT0W21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ShenYNMGLRW21,
  author    = {Xuan Shen and
               Geng Yuan and
               Wei Niu and
               Xiaolong Ma and
               Jiexiong Guan and
               Zhengang Li and
               Bin Ren and
               Yanzhi Wang},
  editor    = {Zhi{-}Hua Zhou},
  title     = {Towards Fast and Accurate Multi-Person Pose Estimation on Mobile Devices},
  booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
               Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
               August 2021},
  pages     = {5012--5015},
  publisher = {ijcai.org},
  year      = {2021},
  url       = {https://doi.org/10.24963/ijcai.2021/715},
  doi       = {10.24963/ijcai.2021/715},
  timestamp = {Wed, 25 Aug 2021 17:11:16 +0200},
  biburl    = {https://dblp.org/rec/conf/ijcai/ShenYNMGLRW21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isca/YuanBLSLM0QBWD21,
  author    = {Geng Yuan and
               Payman Behnam and
               Zhengang Li and
               Ali Shafiee and
               Sheng Lin and
               Xiaolong Ma and
               Hang Liu and
               Xuehai Qian and
               Mahdi Nazm Bojnordi and
               Yanzhi Wang and
               Caiwen Ding},
  title     = {{FORMS:} Fine-grained Polarized ReRAM-based In-situ Computation for
               Mixed-signal {DNN} Accelerator},
  booktitle = {48th {ACM/IEEE} Annual International Symposium on Computer Architecture,
               {ISCA} 2021, Valencia, Spain, June 14-18, 2021},
  pages     = {265--278},
  publisher = {{IEEE}},
  year      = {2021},
  url       = {https://doi.org/10.1109/ISCA52012.2021.00029},
  doi       = {10.1109/ISCA52012.2021.00029},
  timestamp = {Fri, 06 Aug 2021 10:05:59 +0200},
  biburl    = {https://dblp.org/rec/conf/isca/YuanBLSLM0QBWD21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isqed/YuanLMCKSFLZPLR21,
  author    = {Geng Yuan and
               Zhiheng Liao and
               Xiaolong Ma and
               Yuxuan Cai and
               Zhenglun Kong and
               Xuan Shen and
               Jingyan Fu and
               Zhengang Li and
               Chengming Zhang and
               Hongwu Peng and
               Ning Liu and
               Ao Ren and
               Jinhui Wang and
               Yanzhi Wang},
  title     = {Improving {DNN} Fault Tolerance using Weight Pruning and Differential
               Crossbar Mapping for ReRAM-based Edge {AI}},
  booktitle = {22nd International Symposium on Quality Electronic Design, {ISQED}
               2021, Santa Clara, CA, USA, April 7-9, 2021},
  pages     = {135--141},
  publisher = {{IEEE}},
  year      = {2021},
  url       = {https://doi.org/10.1109/ISQED51717.2021.9424332},
  doi       = {10.1109/ISQED51717.2021.9424332},
  timestamp = {Wed, 14 Jul 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/isqed/YuanLMCKSFLZPLR21.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-11068,
  author    = {Ning Liu and
               Geng Yuan and
               Zhengping Che and
               Xuan Shen and
               Xiaolong Ma and
               Qing Jin and
               Jian Ren and
               Jian Tang and
               Sijia Liu and
               Yanzhi Wang},
  title     = {Lottery Ticket Implies Accuracy Degradation, Is It a Desirable Phenomenon?},
  journal   = {CoRR},
  volume    = {abs/2102.11068},
  year      = {2021},
  url       = {https://arxiv.org/abs/2102.11068},
  eprinttype = {arXiv},
  eprint    = {2102.11068},
  timestamp = {Tue, 31 Aug 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2102-11068.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-09144,
  author    = {Geng Yuan and
               Payman Behnam and
               Zhengang Li and
               Ali Shafiee and
               Sheng Lin and
               Xiaolong Ma and
               Hang Liu and
               Xuehai Qian and
               Mahdi Nazm Bojnordi and
               Yanzhi Wang and
               Caiwen Ding},
  title     = {{FORMS:} Fine-grained Polarized ReRAM-based In-situ Computation for
               Mixed-signal {DNN} Accelerator},
  journal   = {CoRR},
  volume    = {abs/2106.09144},
  year      = {2021},
  url       = {https://arxiv.org/abs/2106.09144},
  eprinttype = {arXiv},
  eprint    = {2106.09144},
  timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2106-09144.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-09166,
  author    = {Geng Yuan and
               Zhiheng Liao and
               Xiaolong Ma and
               Yuxuan Cai and
               Zhenglun Kong and
               Xuan Shen and
               Jingyan Fu and
               Zhengang Li and
               Chengming Zhang and
               Hongwu Peng and
               Ning Liu and
               Ao Ren and
               Jinhui Wang and
               Yanzhi Wang},
  title     = {Improving {DNN} Fault Tolerance using Weight Pruning and Differential
               Crossbar Mapping for ReRAM-based Edge {AI}},
  journal   = {CoRR},
  volume    = {abs/2106.09166},
  year      = {2021},
  url       = {https://arxiv.org/abs/2106.09166},
  eprinttype = {arXiv},
  eprint    = {2106.09166},
  timestamp = {Wed, 14 Jul 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2106-09166.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-09857,
  author    = {Xiaolong Ma and
               Minghai Qin and
               Fei Sun and
               Zejiang Hou and
               Kun Yuan and
               Yi Xu and
               Yanzhi Wang and
               Yen{-}Kuang Chen and
               Rong Jin and
               Yuan Xie},
  title     = {Effective Model Sparsification by Scheduled Grow-and-Prune Methods},
  journal   = {CoRR},
  volume    = {abs/2106.09857},
  year      = {2021},
  url       = {https://arxiv.org/abs/2106.09857},
  eprinttype = {arXiv},
  eprint    = {2106.09857},
  timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2106-09857.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-15304,
  author    = {Xuan Shen and
               Geng Yuan and
               Wei Niu and
               Xiaolong Ma and
               Jiexiong Guan and
               Zhengang Li and
               Bin Ren and
               Yanzhi Wang},
  title     = {Towards Fast and Accurate Multi-Person Pose Estimation on Mobile Devices},
  journal   = {CoRR},
  volume    = {abs/2106.15304},
  year      = {2021},
  url       = {https://arxiv.org/abs/2106.15304},
  eprinttype = {arXiv},
  eprint    = {2106.15304},
  timestamp = {Mon, 05 Jul 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2106-15304.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-00166,
  author    = {Xiaolong Ma and
               Geng Yuan and
               Xuan Shen and
               Tianlong Chen and
               Xuxi Chen and
               Xiaohan Chen and
               Ning Liu and
               Minghai Qin and
               Sijia Liu and
               Zhangyang Wang and
               Yanzhi Wang},
  title     = {Sanity Checks for Lottery Tickets: Does Your Winning Ticket Really
               Win the Jackpot?},
  journal   = {CoRR},
  volume    = {abs/2107.00166},
  year      = {2021},
  url       = {https://arxiv.org/abs/2107.00166},
  eprinttype = {arXiv},
  eprint    = {2107.00166},
  timestamp = {Wed, 14 Jul 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2107-00166.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-04714,
  author    = {Henry Kvinge and
               Colby Wight and
               Sarah Akers and
               Scott Howland and
               Woongjo Choi and
               Xiaolong Ma and
               Luke Gosink and
               Elizabeth Jurrus and
               Keerti Kappagantula and
               Tegan H. Emerson},
  title     = {A Topological-Framework to Improve Analysis of Machine Learning Model
               Performance},
  journal   = {CoRR},
  volume    = {abs/2107.04714},
  year      = {2021},
  url       = {https://arxiv.org/abs/2107.04714},
  eprinttype = {arXiv},
  eprint    = {2107.04714},
  timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2107-04714.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-11033,
  author    = {Wei Niu and
               Zhengang Li and
               Xiaolong Ma and
               Peiyan Dong and
               Gang Zhou and
               Xuehai Qian and
               Xue Lin and
               Yanzhi Wang and
               Bin Ren},
  title     = {{GRIM:} {A} General, Real-Time Deep Learning Inference Framework for
               Mobile Devices based on Fine-Grained Structured Weight Sparsity},
  journal   = {CoRR},
  volume    = {abs/2108.11033},
  year      = {2021},
  url       = {https://arxiv.org/abs/2108.11033},
  eprinttype = {arXiv},
  eprint    = {2108.11033},
  timestamp = {Fri, 27 Aug 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2108-11033.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/LiuHTXDSM20,
  author    = {Sicong Liu and
               Qing Hu and
               Xiaohua Tong and
               Junshi Xia and
               Qian Du and
               Alim Samat and
               Xiaolong Ma},
  title     = {A Multi-Scale Superpixel-Guided Filter Feature Extraction and Selection
               Approach for Classification of Very-High-Resolution Remotely Sensed
               Imagery},
  journal   = {Remote. Sens.},
  volume    = {12},
  number    = {5},
  pages     = {862},
  year      = {2020},
  url       = {https://doi.org/10.3390/rs12050862},
  doi       = {10.3390/rs12050862},
  timestamp = {Mon, 11 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/remotesensing/LiuHTXDSM20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEpact/RumiMWJ20,
  author    = {Masuma Akter Rumi and
               Xiaolong Ma and
               Yanzhi Wang and
               Peng Jiang},
  editor    = {Vivek Sarkar and
               Hyesoon Kim},
  title     = {Accelerating Sparse {CNN} Inference on GPUs with Performance-Aware
               Weight Pruning},
  booktitle = {{PACT} '20: International Conference on Parallel Architectures and
               Compilation Techniques, Virtual Event, GA, USA, October 3-7, 2020},
  pages     = {267--278},
  publisher = {{ACM}},
  year      = {2020},
  url       = {https://doi.org/10.1145/3410463.3414648},
  doi       = {10.1145/3410463.3414648},
  timestamp = {Fri, 23 Oct 2020 10:46:26 +0200},
  biburl    = {https://dblp.org/rec/conf/IEEEpact/RumiMWJ20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0007MXW0Y20,
  author    = {Ning Liu and
               Xiaolong Ma and
               Zhiyuan Xu and
               Yanzhi Wang and
               Jian Tang and
               Jieping Ye},
  title     = {AutoCompress: An Automatic {DNN} Structured Pruning Framework for
               Ultra-High Compression Rates},
  booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
               2020, The Thirty-Second Innovative Applications of Artificial Intelligence
               Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
               Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
               February 7-12, 2020},
  pages     = {4876--4883},
  publisher = {{AAAI} Press},
  year      = {2020},
  url       = {https://aaai.org/ojs/index.php/AAAI/article/view/5924},
  timestamp = {Tue, 02 Feb 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/aaai/0007MXW0Y20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MaGNL0MRW20,
  author    = {Xiaolong Ma and
               Fu{-}Ming Guo and
               Wei Niu and
               Xue Lin and
               Jian Tang and
               Kaisheng Ma and
               Bin Ren and
               Yanzhi Wang},
  title     = {{PCONV:} The Missing but Desirable Sparsity in {DNN} Weight Pruning
               for Real-Time Execution on Mobile Devices},
  booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
               2020, The Thirty-Second Innovative Applications of Artificial Intelligence
               Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
               Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
               February 7-12, 2020},
  pages     = {5117--5124},
  publisher = {{AAAI} Press},
  year      = {2020},
  url       = {https://aaai.org/ojs/index.php/AAAI/article/view/5954},
  timestamp = {Tue, 02 Feb 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/aaai/MaGNL0MRW20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aspdac/MaYLDYLWCW20,
  author    = {Xiaolong Ma and
               Geng Yuan and
               Sheng Lin and
               Caiwen Ding and
               Fuxun Yu and
               Tao Liu and
               Wujie Wen and
               Xiang Chen and
               Yanzhi Wang},
  title     = {Tiny but Accurate: {A} Pruned, Quantized and Optimized Memristor Crossbar
               Framework for Ultra Efficient {DNN} Implementation},
  booktitle = {25th Asia and South Pacific Design Automation Conference, {ASP-DAC}
               2020, Beijing, China, January 13-16, 2020},
  pages     = {301--306},
  publisher = {{IEEE}},
  year      = {2020},
  url       = {https://doi.org/10.1109/ASP-DAC47756.2020.9045658},
  doi       = {10.1109/ASP-DAC47756.2020.9045658},
  timestamp = {Fri, 23 Oct 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/aspdac/MaYLDYLWCW20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aspdac/MaLLAQXW20,
  author    = {Xiaolong Ma and
               Zhe Li and
               Hongjia Li and
               Qiyuan An and
               Qinru Qiu and
               Wenyao Xu and
               Yanzhi Wang},
  title     = {Database and Benchmark for Early-stage Malicious Activity Detection
               in 3D Printing},
  booktitle = {25th Asia and South Pacific Design Automation Conference, {ASP-DAC}
               2020, Beijing, China, January 13-16, 2020},
  pages     = {494--499},
  publisher = {{IEEE}},
  year      = {2020},
  url       = {https://doi.org/10.1109/ASP-DAC47756.2020.9045180},
  doi       = {10.1109/ASP-DAC47756.2020.9045180},
  timestamp = {Fri, 03 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/aspdac/MaLLAQXW20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asplos/NiuMLWQLWR20,
  author    = {Wei Niu and
               Xiaolong Ma and
               Sheng Lin and
               Shihao Wang and
               Xuehai Qian and
               Xue Lin and
               Yanzhi Wang and
               Bin Ren},
  editor    = {James R. Larus and
               Luis Ceze and
               Karin Strauss},
  title     = {PatDNN: Achieving Real-Time {DNN} Execution on Mobile Devices with
               Pattern-based Weight Pruning},
  booktitle = {{ASPLOS} '20: Architectural Support for Programming Languages and
               Operating Systems, Lausanne, Switzerland, March 16-20, 2020},
  pages     = {907--922},
  publisher = {{ACM}},
  year      = {2020},
  url       = {https://doi.org/10.1145/3373376.3378534},
  doi       = {10.1145/3373376.3378534},
  timestamp = {Tue, 21 Jul 2020 12:07:35 +0200},
  biburl    = {https://dblp.org/rec/conf/asplos/NiuMLWQLWR20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/ChuWZMYHLHJ20,
  author    = {Chaoqun Chu and
               Yanzhi Wang and
               Yilong Zhao and
               Xiaolong Ma and
               Shaokai Ye and
               Yunyan Hong and
               Xiaoyao Liang and
               Yinhe Han and
               Li Jiang},
  title     = {PIM-Prune: Fine-Grain {DCNN} Pruning for Crossbar-Based Process-In-Memory
               Architecture},
  booktitle = {57th {ACM/IEEE} Design Automation Conference, {DAC} 2020, San Francisco,
               CA, USA, July 20-24, 2020},
  pages     = {1--6},
  publisher = {{IEEE}},
  year      = {2020},
  url       = {https://doi.org/10.1109/DAC18072.2020.9218523},
  doi       = {10.1109/DAC18072.2020.9218523},
  timestamp = {Fri, 26 Feb 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/dac/ChuWZMYHLHJ20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/TanSMTCMWYWLM20,
  author    = {Zhanhong Tan and
               Jiebo Song and
               Xiaolong Ma and
               Sia Huat Tan and
               Hongyang Chen and
               Yuanqing Miao and
               Yifu Wu and
               Shaokai Ye and
               Yanzhi Wang and
               Dehui Li and
               Kaisheng Ma},
  title     = {{PCNN:} Pattern-based Fine-Grained Regular Pruning Towards Optimizing
               {CNN} Accelerators},
  booktitle = {57th {ACM/IEEE} Design Automation Conference, {DAC} 2020, San Francisco,
               CA, USA, July 20-24, 2020},
  pages     = {1--6},
  publisher = {{IEEE}},
  year      = {2020},
  url       = {https://doi.org/10.1109/DAC18072.2020.9218498},
  doi       = {10.1109/DAC18072.2020.9218498},
  timestamp = {Wed, 14 Oct 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/dac/TanSMTCMWYWLM20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/MaNZLLLWCTMRW20,
  author    = {Xiaolong Ma and
               Wei Niu and
               Tianyun Zhang and
               Sijia Liu and
               Sheng Lin and
               Hongjia Li and
               Wujie Wen and
               Xiang Chen and
               Jian Tang and
               Kaisheng Ma and
               Bin Ren and
               Yanzhi Wang},
  editor    = {Andrea Vedaldi and
               Horst Bischof and
               Thomas Brox and
               Jan{-}Michael Frahm},
  title     = {An Image Enhancing Pattern-Based Sparsity for Real-Time Inference
               on Mobile Devices},
  booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow,
               UK, August 23-28, 2020, Proceedings, Part {XIII}},
  series    = {Lecture Notes in Computer Science},
  volume    = {12358},
  pages     = {629--645},
  publisher = {Springer},
  year      = {2020},
  url       = {https://doi.org/10.1007/978-3-030-58601-0\_37},
  doi       = {10.1007/978-3-030-58601-0\_37},
  timestamp = {Mon, 30 Nov 2020 17:53:53 +0100},
  biburl    = {https://dblp.org/rec/conf/eccv/MaNZLLLWCTMRW20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fast/WangZMARST0C20,
  author    = {Ao Wang and
               Jingyuan Zhang and
               Xiaolong Ma and
               Ali Anwar and
               Lukas Rupprecht and
               Dimitrios Skourtis and
               Vasily Tarasov and
               Feng Yan and
               Yue Cheng},
  editor    = {Sam H. Noh and
               Brent Welch},
  title     = {InfiniCache: Exploiting Ephemeral Serverless Functions to Build a
               Cost-Effective Memory Cache},
  booktitle = {18th {USENIX} Conference on File and Storage Technologies, {FAST}
               2020, Santa Clara, CA, USA, February 24-27, 2020},
  pages     = {267--281},
  publisher = {{USENIX} Association},
  year      = {2020},
  url       = {https://www.usenix.org/conference/fast20/presentation/wang-ao},
  timestamp = {Tue, 27 Apr 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/fast/WangZMARST0C20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/Gong0LNMWRDLXW20,
  author    = {Yifan Gong and
               Zheng Zhan and
               Zhengang Li and
               Wei Niu and
               Xiaolong Ma and
               Wenhao Wang and
               Bin Ren and
               Caiwen Ding and
               Xue Lin and
               Xiaolin Xu and
               Yanzhi Wang},
  editor    = {Tinoosh Mohsenin and
               Weisheng Zhao and
               Yiran Chen and
               Onur Mutlu},
  title     = {A Privacy-Preserving-Oriented {DNN} Pruning and Mobile Acceleration
               Framework},
  booktitle = {{GLSVLSI} '20: Great Lakes Symposium on {VLSI} 2020, Virtual Event,
               China, September 7-9, 2020},
  pages     = {119--124},
  publisher = {{ACM}},
  year      = {2020},
  url       = {https://doi.org/10.1145/3386263.3407650},
  doi       = {10.1145/3386263.3407650},
  timestamp = {Mon, 03 May 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/glvlsi/Gong0LNMWRDLXW20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ics/ShiDGDMSHLW20,
  author    = {Runbin Shi and
               Peiyan Dong and
               Tong Geng and
               Yuhao Ding and
               Xiaolong Ma and
               Hayden Kwok{-}Hay So and
               Martin C. Herbordt and
               Ang Li and
               Yanzhi Wang},
  editor    = {Eduard Ayguad{\'{e}} and
               Wen{-}mei W. Hwu and
               Rosa M. Badia and
               H. Peter Hofstee},
  title     = {{CSB-RNN:} a faster-than-realtime {RNN} acceleration framework with
               compressed structured blocks},
  booktitle = {{ICS} '20: 2020 International Conference on Supercomputing, Barcelona
               Spain, June, 2020},
  pages     = {24:1--24:12},
  publisher = {{ACM}},
  year      = {2020},
  url       = {https://dl.acm.org/doi/10.1145/3392717.3392749},
  timestamp = {Tue, 15 Sep 2020 16:44:37 +0200},
  biburl    = {https://dblp.org/rec/conf/ics/ShiDGDMSHLW20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/socc/YuanMLLDD20,
  author    = {Geng Yuan and
               Xiaolong Ma and
               Sheng Lin and
               Zhengang Li and
               Jieren Deng and
               Caiwen Ding},
  title     = {A {DNN} Compression Framework for SOT-MRAM-based Processing-In-Memory
               Engine},
  booktitle = {33rd {IEEE} International System-on-Chip Conference, SoCC 2020, Las
               Vegas, NV, USA, September 8-11, 2020},
  pages     = {37--42},
  publisher = {{IEEE}},
  year      = {2020},
  url       = {https://doi.org/10.1109/SOCC49529.2020.9524757},
  doi       = {10.1109/SOCC49529.2020.9524757},
  timestamp = {Tue, 14 Sep 2021 10:14:37 +0200},
  biburl    = {https://dblp.org/rec/conf/socc/YuanMLLDD20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-00138,
  author    = {Wei Niu and
               Xiaolong Ma and
               Sheng Lin and
               Shihao Wang and
               Xuehai Qian and
               Xue Lin and
               Yanzhi Wang and
               Bin Ren},
  title     = {PatDNN: Achieving Real-Time {DNN} Execution on Mobile Devices with
               Pattern-based Weight Pruning},
  journal   = {CoRR},
  volume    = {abs/2001.00138},
  year      = {2020},
  url       = {http://arxiv.org/abs/2001.00138},
  eprinttype = {arXiv},
  eprint    = {2001.00138},
  timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2001-00138.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-07710,
  author    = {Xiaolong Ma and
               Wei Niu and
               Tianyun Zhang and
               Sijia Liu and
               Fu{-}Ming Guo and
               Sheng Lin and
               Hongjia Li and
               Xiang Chen and
               Jian Tang and
               Kaisheng Ma and
               Bin Ren and
               Yanzhi Wang},
  title     = {An Image Enhancing Pattern-based Sparsity for Real-time Inference
               on Mobile Devices},
  journal   = {CoRR},
  volume    = {abs/2001.07710},
  year      = {2020},
  url       = {https://arxiv.org/abs/2001.07710},
  eprinttype = {arXiv},
  eprint    = {2001.07710},
  timestamp = {Thu, 30 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2001-07710.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-08357,
  author    = {Xiaolong Ma and
               Zhengang Li and
               Yifan Gong and
               Tianyun Zhang and
               Wei Niu and
               Zheng Zhan and
               Pu Zhao and
               Jian Tang and
               Xue Lin and
               Bin Ren and
               Yanzhi Wang},
  title     = {{BLK-REW:} {A} Unified Block-based {DNN} Pruning Framework using Reweighted
               Regularization Method},
  journal   = {CoRR},
  volume    = {abs/2001.08357},
  year      = {2020},
  url       = {https://arxiv.org/abs/2001.08357},
  eprinttype = {arXiv},
  eprint    = {2001.08357},
  timestamp = {Mon, 03 May 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2001-08357.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-08839,
  author    = {Zhengang Li and
               Yifan Gong and
               Xiaolong Ma and
               Sijia Liu and
               Mengshu Sun and
               Zheng Zhan and
               Zhenglun Kong and
               Geng Yuan and
               Yanzhi Wang},
  title     = {SS-Auto: {A} Single-Shot, Automatic Structured Weight Pruning Framework
               of DNNs with Ultra-High Efficiency},
  journal   = {CoRR},
  volume    = {abs/2001.08839},
  year      = {2020},
  url       = {https://arxiv.org/abs/2001.08839},
  eprinttype = {arXiv},
  eprint    = {2001.08839},
  timestamp = {Mon, 03 May 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2001-08839.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-10483,
  author    = {Ao Wang and
               Jingyuan Zhang and
               Xiaolong Ma and
               Ali Anwar and
               Lukas Rupprecht and
               Dimitrios Skourtis and
               Vasily Tarasov and
               Feng Yan and
               Yue Cheng},
  title     = {InfiniCache: Exploiting Ephemeral Serverless Functions to Build a
               Cost-Effective Memory Cache},
  journal   = {CoRR},
  volume    = {abs/2001.10483},
  year      = {2020},
  url       = {https://arxiv.org/abs/2001.10483},
  eprinttype = {arXiv},
  eprint    = {2001.10483},
  timestamp = {Tue, 27 Apr 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2001-10483.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-04997,
  author    = {Zhanhong Tan and
               Jiebo Song and
               Xiaolong Ma and
               Sia Huat Tan and
               Hongyang Chen and
               Yuanqing Miao and
               Yifu Wu and
               Shaokai Ye and
               Yanzhi Wang and
               Dehui Li and
               Kaisheng Ma},
  title     = {{PCNN:} Pattern-based Fine-Grained Regular Pruning towards Optimizing
               {CNN} Accelerators},
  journal   = {CoRR},
  volume    = {abs/2002.04997},
  year      = {2020},
  url       = {https://arxiv.org/abs/2002.04997},
  eprinttype = {arXiv},
  eprint    = {2002.04997},
  timestamp = {Fri, 14 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2002-04997.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-06513,
  author    = {Zheng Zhan and
               Yifan Gong and
               Zhengang Li and
               Pu Zhao and
               Xiaolong Ma and
               Wei Niu and
               Xiaolin Xu and
               Bin Ren and
               Yanzhi Wang and
               Xue Lin},
  title     = {A Privacy-Preserving {DNN} Pruning and Mobile Acceleration Framework},
  journal   = {CoRR},
  volume    = {abs/2003.06513},
  year      = {2020},
  url       = {https://arxiv.org/abs/2003.06513},
  eprinttype = {arXiv},
  eprint    = {2003.06513},
  timestamp = {Mon, 03 May 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2003-06513.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-05531,
  author    = {Tianyun Zhang and
               Xiaolong Ma and
               Zheng Zhan and
               Shanglin Zhou and
               Minghai Qin and
               Fei Sun and
               Yen{-}Kuang Chen and
               Caiwen Ding and
               Makan Fardad and
               Yanzhi Wang},
  title     = {A Unified {DNN} Weight Compression Framework Using Reweighted Optimization
               Methods},
  journal   = {CoRR},
  volume    = {abs/2004.05531},
  year      = {2020},
  url       = {https://arxiv.org/abs/2004.05531},
  eprinttype = {arXiv},
  eprint    = {2004.05531},
  timestamp = {Tue, 14 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2004-05531.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-05758,
  author    = {Runbin Shi and
               Peiyan Dong and
               Tong Geng and
               Yuhao Ding and
               Xiaolong Ma and
               Hayden Kwok{-}Hay So and
               Martin C. Herbordt and
               Ang Li and
               Yanzhi Wang},
  title     = {{CSB-RNN:} {A} Faster-than-Realtime {RNN} Acceleration Framework with
               Compressed Structured Blocks},
  journal   = {CoRR},
  volume    = {abs/2005.05758},
  year      = {2020},
  url       = {https://arxiv.org/abs/2005.05758},
  eprinttype = {arXiv},
  eprint    = {2005.05758},
  timestamp = {Thu, 14 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2005-05758.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijes/MaDTLL19,
  author    = {Xiaolong Ma and
               Yonghui Dai and
               Weining Tang and
               Guowei Li and
               Shengqi Lu},
  title     = {Research on user acceptance behaviour of mobile group intelligent
               sensing applications based on {UTAUT}},
  journal   = {Int. J. Embed. Syst.},
  volume    = {11},
  number    = {5},
  pages     = {653--660},
  year      = {2019},
  url       = {https://doi.org/10.1504/IJES.2019.102431},
  doi       = {10.1504/IJES.2019.102431},
  timestamp = {Fri, 11 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ijes/MaDTLL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/QuLQXM19,
  author    = {Guohua Qu and
               Tianjiao Li and
               Weihua Qu and
               Ling Xu and
               Xiaolong Ma},
  title     = {Algorithms for regret theory and group satisfaction degree under interval-valued
               dual hesitant fuzzy sets in stochastic multiple attribute decision
               making method},
  journal   = {J. Intell. Fuzzy Syst.},
  volume    = {37},
  number    = {3},
  pages     = {3639--3653},
  year      = {2019},
  url       = {https://doi.org/10.3233/JIFS-182634},
  doi       = {10.3233/JIFS-182634},
  timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/jifs/QuLQXM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/MaLTL19,
  author    = {Xiaolong Ma and
               Chengming Li and
               Xiaohua Tong and
               Sicong Liu},
  title     = {A New Fusion Approach for Extracting Urban Built-up Areas from Multisource
               Remotely Sensed Data},
  journal   = {Remote. Sens.},
  volume    = {11},
  number    = {21},
  pages     = {2516},
  year      = {2019},
  url       = {https://doi.org/10.3390/rs11212516},
  doi       = {10.3390/rs11212516},
  timestamp = {Mon, 11 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/remotesensing/MaLTL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/LiLMLYZLXW19,
  author    = {Hongjia Li and
               Ning Liu and
               Xiaolong Ma and
               Sheng Lin and
               Shaokai Ye and
               Tianyun Zhang and
               Xue Lin and
               Wenyao Xu and
               Yanzhi Wang},
  editor    = {Houman Homayoun and
               Baris Taskin and
               Tinoosh Mohsenin and
               Weisheng Zhao},
  title     = {ADMM-based Weight Pruning for Real-Time Deep Learning Acceleration
               on Mobile Devices},
  booktitle = {Proceedings of the 2019 on Great Lakes Symposium on VLSI, {GLSVLSI}
               2019, Tysons Corner, VA, USA, May 9-11, 2019},
  pages     = {501--506},
  publisher = {{ACM}},
  year      = {2019},
  url       = {https://doi.org/10.1145/3299874.3319492},
  doi       = {10.1145/3299874.3319492},
  timestamp = {Wed, 10 Mar 2021 14:55:38 +0100},
  biburl    = {https://dblp.org/rec/conf/glvlsi/LiLMLYZLXW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icess/0001MLQW19,
  author    = {Zhe Li and
               Xiaolong Ma and
               Ji Li and
               Qinru Qiu and
               Yanzhi Wang},
  title     = {Efficient Cloud Resource Management using Neuromorphic Modeling and
               Prediction for Virtual Machine Resource Utilization},
  booktitle = {15th {IEEE} International Conference on Embedded Software and Systems,
               {ICESS} 2019, Las Vegas, NV, USA, June 2-3, 2019},
  pages     = {1--8},
  publisher = {{IEEE}},
  year      = {2019},
  url       = {https://doi.org/10.1109/ICESS.2019.8782503},
  doi       = {10.1109/ICESS.2019.8782503},
  timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/icess/0001MLQW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/WangCMLLZ19,
  author    = {Zuo Wang and
               Du Chigan and
               Xiaolong Ma and
               Guotu Liu and
               Jianbei Liu and
               Chaojie Zhao},
  title     = {Car-Following Behavior of Coach Bus Based on Naturalistic Driving
               Experiments in Urban Roads},
  booktitle = {{IEEE} International Symposium on Circuits and Systems, {ISCAS} 2019,
               Sapporo, Japan, May 26-29, 2019},
  pages     = {1--4},
  publisher = {{IEEE}},
  year      = {2019},
  url       = {https://doi.org/10.1109/ISCAS.2019.8702201},
  doi       = {10.1109/ISCAS.2019.8702201},
  timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
  biburl    = {https://dblp.org/rec/conf/iscas/WangCMLLZ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/islped/YuanMDLZJZJSW19,
  author    = {Geng Yuan and
               Xiaolong Ma and
               Caiwen Ding and
               Sheng Lin and
               Tianyun Zhang and
               Zeinab S. Jalali and
               Yilong Zhao and
               Li Jiang and
               Sucheta Soundarajan and
               Yanzhi Wang},
  title     = {An Ultra-Efficient Memristor-Based {DNN} Framework with Structured
               Weight Pruning and Quantization Using {ADMM}},
  booktitle = {2019 {IEEE/ACM} International Symposium on Low Power Electronics and
               Design, {ISLPED} 2019, Lausanne, Switzerland, July 29-31, 2019},
  pages     = {1--6},
  publisher = {{IEEE}},
  year      = {2019},
  url       = {https://doi.org/10.1109/ISLPED.2019.8824944},
  doi       = {10.1109/ISLPED.2019.8824944},
  timestamp = {Wed, 21 Jul 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/islped/YuanMDLZJZJSW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isvlsi/CaiMCRLYW19,
  author    = {Ruizhe Cai and
               Xiaolong Ma and
               Olivia Chen and
               Ao Ren and
               Ning Liu and
               Nobuyuki Yoshikawa and
               Yanzhi Wang},
  title     = {{IDE} Development, Logic Synthesis and Buffer/Splitter Insertion Framework
               for Adiabatic Quantum-Flux-Parametron Superconducting Circuits},
  booktitle = {2019 {IEEE} Computer Society Annual Symposium on VLSI, {ISVLSI} 2019,
               Miami, FL, USA, July 15-17, 2019},
  pages     = {187--192},
  publisher = {{IEEE}},
  year      = {2019},
  url       = {https://doi.org/10.1109/ISVLSI.2019.00042},
  doi       = {10.1109/ISVLSI.2019.00042},
  timestamp = {Fri, 22 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/isvlsi/CaiMCRLYW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/multitemp/MaLTLZ19,
  author    = {Xiaolong Ma and
               Chengming Li and
               Xiaohua Tong and
               Sicong Liu and
               Shouzhu Zheng},
  title     = {A Novel "Ghost City" Phenomenon Identification Approach
               Based on Multi-source and Multitemporal Remote Sensing Data},
  booktitle = {10th International Workshop on the Analysis of Multitemporal Remote
               Sensing Images, MultiTemp 2019, Shanghai, China, August 5-7, 2019},
  pages     = {1--4},
  publisher = {{IEEE}},
  year      = {2019},
  url       = {https://doi.org/10.1109/Multi-Temp.2019.8866982},
  doi       = {10.1109/Multi-Temp.2019.8866982},
  timestamp = {Thu, 17 Oct 2019 12:24:42 +0200},
  biburl    = {https://dblp.org/rec/conf/multitemp/MaLTLZ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nanoarch/MaYLLSW19,
  author    = {Xiaolong Ma and
               Geng Yuan and
               Sheng Lin and
               Zhengang Li and
               Hao Sun and
               Yanzhi Wang},
  title     = {ResNet Can Be Pruned 60{\texttimes}: Introducing Network Purification
               and Unused Path Removal {(P-RM)} after Weight Pruning},
  booktitle = {{IEEE/ACM} International Symposium on Nanoscale Architectures, {NANOARCH}
               2019, Qingdao, China, July 17-19, 2019},
  pages     = {1--2},
  publisher = {{IEEE}},
  year      = {2019},
  url       = {https://doi.org/10.1109/NANOARCH47378.2019.181304},
  doi       = {10.1109/NANOARCH47378.2019.181304},
  timestamp = {Mon, 11 May 2020 11:18:24 +0200},
  biburl    = {https://dblp.org/rec/conf/nanoarch/MaYLLSW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-09769,
  author    = {Shaokai Ye and
               Xiaoyu Feng and
               Tianyun Zhang and
               Xiaolong Ma and
               Sheng Lin and
               Zhengang Li and
               Kaidi Xu and
               Wujie Wen and
               Sijia Liu and
               Jian Tang and
               Makan Fardad and
               Xue Lin and
               Yongpan Liu and
               Yanzhi Wang},
  title     = {Progressive {DNN} Compression: {A} Key to Achieve Ultra-High Weight
               Pruning and Quantization Rates using {ADMM}},
  journal   = {CoRR},
  volume    = {abs/1903.09769},
  year      = {2019},
  url       = {http://arxiv.org/abs/1903.09769},
  eprinttype = {arXiv},
  eprint    = {1903.09769},
  timestamp = {Mon, 01 Apr 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1903-09769.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-00136,
  author    = {Xiaolong Ma and
               Geng Yuan and
               Sheng Lin and
               Zhengang Li and
               Hao Sun and
               Yanzhi Wang},
  title     = {ResNet Can Be Pruned 60x: Introducing Network Purification and Unused
               Path Removal {(P-RM)} after Weight Pruning},
  journal   = {CoRR},
  volume    = {abs/1905.00136},
  year      = {2019},
  url       = {http://arxiv.org/abs/1905.00136},
  eprinttype = {arXiv},
  eprint    = {1905.00136},
  timestamp = {Mon, 27 May 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1905-00136.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-00571,
  author    = {Wei Niu and
               Xiaolong Ma and
               Yanzhi Wang and
               Bin Ren},
  title     = {26ms Inference Time for ResNet-50: Towards Real-Time Execution of
               all DNNs on Smartphone},
  journal   = {CoRR},
  volume    = {abs/1905.00571},
  year      = {2019},
  url       = {http://arxiv.org/abs/1905.00571},
  eprinttype = {arXiv},
  eprint    = {1905.00571},
  timestamp = {Mon, 27 May 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1905-00571.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-00789,
  author    = {Sheng Lin and
               Xiaolong Ma and
               Shaokai Ye and
               Geng Yuan and
               Kaisheng Ma and
               Yanzhi Wang},
  title     = {Toward Extremely Low Bit and Lossless Accuracy in DNNs with Progressive
               {ADMM}},
  journal   = {CoRR},
  volume    = {abs/1905.00789},
  year      = {2019},
  url       = {http://arxiv.org/abs/1905.00789},
  eprinttype = {arXiv},
  eprint    = {1905.00789},
  timestamp = {Mon, 27 May 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1905-00789.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-02124,
  author    = {Yanzhi Wang and
               Shaokai Ye and
               Zhezhi He and
               Xiaolong Ma and
               Linfeng Zhang and
               Sheng Lin and
               Geng Yuan and
               Sia Huat Tan and
               Zhengang Li and
               Deliang Fan and
               Xuehai Qian and
               Xue Lin and
               Kaisheng Ma},
  title     = {Non-structured {DNN} Weight Pruning Considered Harmful},
  journal   = {CoRR},
  volume    = {abs/1907.02124},
  year      = {2019},
  url       = {http://arxiv.org/abs/1907.02124},
  eprinttype = {arXiv},
  eprint    = {1907.02124},
  timestamp = {Mon, 08 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1907-02124.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-03141,
  author    = {Ning Liu and
               Xiaolong Ma and
               Zhiyuan Xu and
               Yanzhi Wang and
               Jian Tang and
               Jieping Ye},
  title     = {AutoSlim: An Automatic {DNN} Structured Pruning Framework for Ultra-High
               Compression Rates},
  journal   = {CoRR},
  volume    = {abs/1907.03141},
  year      = {2019},
  url       = {http://arxiv.org/abs/1907.03141},
  eprinttype = {arXiv},
  eprint    = {1907.03141},
  timestamp = {Thu, 05 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1907-03141.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-10017,
  author    = {Xiaolong Ma and
               Geng Yuan and
               Sheng Lin and
               Caiwen Ding and
               Fuxun Yu and
               Tao Liu and
               Wujie Wen and
               Xiang Chen and
               Yanzhi Wang},
  title     = {Tiny but Accurate: {A} Pruned, Quantized and Optimized Memristor Crossbar
               Framework for Ultra Efficient {DNN} Implementation},
  journal   = {CoRR},
  volume    = {abs/1908.10017},
  year      = {2019},
  url       = {http://arxiv.org/abs/1908.10017},
  eprinttype = {arXiv},
  eprint    = {1908.10017},
  timestamp = {Tue, 14 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1908-10017.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-11691,
  author    = {Geng Yuan and
               Xiaolong Ma and
               Caiwen Ding and
               Sheng Lin and
               Tianyun Zhang and
               Zeinab S. Jalali and
               Yilong Zhao and
               Li Jiang and
               Sucheta Soundarajan and
               Yanzhi Wang},
  title     = {An Ultra-Efficient Memristor-Based {DNN} Framework with Structured
               Weight Pruning and Quantization Using {ADMM}},
  journal   = {CoRR},
  volume    = {abs/1908.11691},
  year      = {2019},
  url       = {http://arxiv.org/abs/1908.11691},
  eprinttype = {arXiv},
  eprint    = {1908.11691},
  timestamp = {Wed, 21 Jul 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1908-11691.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-05073,
  author    = {Xiaolong Ma and
               Fu{-}Ming Guo and
               Wei Niu and
               Xue Lin and
               Jian Tang and
               Kaisheng Ma and
               Bin Ren and
               Yanzhi Wang},
  title     = {{PCONV:} The Missing but Desirable Sparsity in {DNN} Weight Pruning
               for Real-time Execution on Mobile Devices},
  journal   = {CoRR},
  volume    = {abs/1909.05073},
  year      = {2019},
  url       = {http://arxiv.org/abs/1909.05073},
  eprinttype = {arXiv},
  eprint    = {1909.05073},
  timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1909-05073.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-05416,
  author    = {Geng Yuan and
               Xiaolong Ma and
               Sheng Lin and
               Zhengang Li and
               Caiwen Ding},
  title     = {A SOT-MRAM-based Processing-In-Memory Engine for Highly Compressed
               {DNN} Implementation},
  journal   = {CoRR},
  volume    = {abs/1912.05416},
  year      = {2019},
  url       = {http://arxiv.org/abs/1912.05416},
  eprinttype = {arXiv},
  eprint    = {1912.05416},
  timestamp = {Tue, 07 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1912-05416.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/MaSJMG18,
  author    = {Dongfang Ma and
               Bowen Sheng and
               Sheng Jin and
               Xiaolong Ma and
               Peng Gao},
  title     = {Short-Term Traffic Flow Forecasting by Selecting Appropriate Predictions
               Based on Pattern Matching},
  journal   = {{IEEE} Access},
  volume    = {6},
  pages     = {75629--75638},
  year      = {2018},
  url       = {https://doi.org/10.1109/ACCESS.2018.2879055},
  doi       = {10.1109/ACCESS.2018.2879055},
  timestamp = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/access/MaSJMG18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/MaTLLM18,
  author    = {Xiaolong Ma and
               Xiaohua Tong and
               Sicong Liu and
               Chengming Li and
               Zhaoting Ma},
  title     = {A Multisource Remotely Sensed Data Oriented Method for "Ghost
               City" Phenomenon Identification},
  journal   = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
  volume    = {11},
  number    = {7},
  pages     = {2310--2319},
  year      = {2018},
  url       = {https://doi.org/10.1109/JSTARS.2018.2824302},
  doi       = {10.1109/JSTARS.2018.2824302},
  timestamp = {Tue, 31 Mar 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/staeors/MaTLLM18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangD0YLMYQTQL18,
  author    = {Yanzhi Wang and
               Caiwen Ding and
               Zhe Li and
               Geng Yuan and
               Siyu Liao and
               Xiaolong Ma and
               Bo Yuan and
               Xuehai Qian and
               Jian Tang and
               Qinru Qiu and
               Xue Lin},
  editor    = {Sheila A. McIlraith and
               Kilian Q. Weinberger},
  title     = {Towards Ultra-High Performance and Energy Efficiency of Deep Learning
               Systems: An Algorithm-Hardware Co-Optimization Framework},
  booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
               (AAAI-18), the 30th innovative Applications of Artificial Intelligence
               (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
               Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
               2-7, 2018},
  pages     = {4235--4243},
  publisher = {{AAAI} Press},
  year      = {2018},
  url       = {https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/view/16428},
  timestamp = {Thu, 18 Feb 2021 14:22:23 +0100},
  biburl    = {https://dblp.org/rec/conf/aaai/WangD0YLMYQTQL18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edge/LiMAX18,
  author    = {Chao Li and
               Xiaolong Ma and
               Zhulin An and
               Yongjun Xu},
  title     = {A Deep Neural Network Compression Algorithm Based on Knowledge Transfer
               for Edge Device},
  booktitle = {2018 {IEEE/ACM} Symposium on Edge Computing, {SEC} 2018, Seattle,
               WA, USA, October 25-27, 2018},
  pages     = {334--335},
  publisher = {{IEEE}},
  year      = {2018},
  url       = {https://doi.org/10.1109/SEC.2018.00035},
  doi       = {10.1109/SEC.2018.00035},
  timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
  biburl    = {https://dblp.org/rec/conf/edge/LiMAX18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/glvlsi/DingRYMLLYW18,
  author    = {Caiwen Ding and
               Ao Ren and
               Geng Yuan and
               Xiaolong Ma and
               Jiayu Li and
               Ning Liu and
               Bo Yuan and
               Yanzhi Wang},
  editor    = {Deming Chen and
               Houman Homayoun and
               Baris Taskin},
  title     = {Structured Weight Matrices-Based Hardware Accelerators in Deep Neural
               Networks: FPGAs and ASICs},
  booktitle = {Proceedings of the 2018 on Great Lakes Symposium on VLSI, {GLSVLSI}
               2018, Chicago, IL, USA, May 23-25, 2018},
  pages     = {353--358},
  publisher = {{ACM}},
  year      = {2018},
  url       = {https://doi.org/10.1145/3194554.3194625},
  doi       = {10.1145/3194554.3194625},
  timestamp = {Wed, 10 Mar 2021 14:55:38 +0100},
  biburl    = {https://dblp.org/rec/conf/glvlsi/DingRYMLLYW18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/MaTLMZ18,
  author    = {Xiaolong Ma and
               Xiaohua Tong and
               Sicong Liu and
               Zhaoting Ma and
               Shouzhu Zheng},
  title     = {An Improved Index for Desaturation of {DMSP} Nighttime Light Data},
  booktitle = {2018 {IEEE} International Geoscience and Remote Sensing Symposium,
               {IGARSS} 2018, Valencia, Spain, July 22-27, 2018},
  pages     = {1086--1089},
  publisher = {{IEEE}},
  year      = {2018},
  url       = {https://doi.org/10.1109/IGARSS.2018.8519344},
  doi       = {10.1109/IGARSS.2018.8519344},
  timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
  biburl    = {https://dblp.org/rec/conf/igarss/MaTLMZ18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/ZhengCLMGT18,
  author    = {Shouzhu Zheng and
               Peng Chen and
               Sicong Liu and
               Xiaolong Ma and
               Sa Gao and
               Xiaohua Tong},
  title     = {A High-Precision Elliptical Target Identification Method for Image
               Sequences},
  booktitle = {2018 {IEEE} International Geoscience and Remote Sensing Symposium,
               {IGARSS} 2018, Valencia, Spain, July 22-27, 2018},
  pages     = {3374--3377},
  publisher = {{IEEE}},
  year      = {2018},
  url       = {https://doi.org/10.1109/IGARSS.2018.8517497},
  doi       = {10.1109/IGARSS.2018.8517497},
  timestamp = {Fri, 31 Jul 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/igarss/ZhengCLMGT18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isqed/MaZYR0HHW18,
  author    = {Xiaolong Ma and
               Yipeng Zhang and
               Geng Yuan and
               Ao Ren and
               Zhe Li and
               Jie Han and
               Jingtong Hu and
               Yanzhi Wang},
  title     = {An area and energy efficient design of domain-wall memory-based deep
               convolutional neural networks using stochastic computing},
  booktitle = {19th International Symposium on Quality Electronic Design, {ISQED}
               2018, Santa Clara, CA, USA, March 13-14, 2018},
  pages     = {314--321},
  publisher = {{IEEE}},
  year      = {2018},
  url       = {https://doi.org/10.1109/ISQED.2018.8357306},
  doi       = {10.1109/ISQED.2018.8357306},
  timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
  biburl    = {https://dblp.org/rec/conf/isqed/MaZYR0HHW18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-01016,
  author    = {Xiaolong Ma and
               Yipeng Zhang and
               Geng Yuan and
               Ao Ren and
               Zhe Li and
               Jie Han and
               Jingtong Hu and
               Yanzhi Wang},
  title     = {An Area and Energy Efficient Design of Domain-Wall Memory-Based Deep
               Convolutional Neural Networks using Stochastic Computing},
  journal   = {CoRR},
  volume    = {abs/1802.01016},
  year      = {2018},
  url       = {http://arxiv.org/abs/1802.01016},
  eprinttype = {arXiv},
  eprint    = {1802.01016},
  timestamp = {Sat, 08 Sep 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1802-01016.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-06402,
  author    = {Yanzhi Wang and
               Caiwen Ding and
               Zhe Li and
               Geng Yuan and
               Siyu Liao and
               Xiaolong Ma and
               Bo Yuan and
               Xuehai Qian and
               Jian Tang and
               Qinru Qiu and
               Xue Lin},
  title     = {Towards Ultra-High Performance and Energy Efficiency of Deep Learning
               Systems: An Algorithm-Hardware Co-Optimization Framework},
  journal   = {CoRR},
  volume    = {abs/1802.06402},
  year      = {2018},
  url       = {http://arxiv.org/abs/1802.06402},
  eprinttype = {arXiv},
  eprint    = {1802.06402},
  timestamp = {Wed, 22 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1802-06402.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-11239,
  author    = {Caiwen Ding and
               Ao Ren and
               Geng Yuan and
               Xiaolong Ma and
               Jiayu Li and
               Ning Liu and
               Bo Yuan and
               Yanzhi Wang},
  title     = {Structured Weight Matrices-Based Hardware Accelerators in Deep Neural
               Networks: FPGAs and ASICs},
  journal   = {CoRR},
  volume    = {abs/1804.11239},
  year      = {2018},
  url       = {http://arxiv.org/abs/1804.11239},
  eprinttype = {arXiv},
  eprint    = {1804.11239},
  timestamp = {Thu, 05 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1804-11239.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/MaZGXHLZ17,
  author    = {Xiaolong Ma and
               Xiatian Zhu and
               Shaogang Gong and
               Xudong Xie and
               Jianming Hu and
               Kin{-}Man Lam and
               Yisheng Zhong},
  title     = {Person re-identification by unsupervised video matching},
  journal   = {Pattern Recognit.},
  volume    = {65},
  pages     = {197--210},
  year      = {2017},
  url       = {https://doi.org/10.1016/j.patcog.2016.11.018},
  doi       = {10.1016/j.patcog.2016.11.018},
  timestamp = {Wed, 16 Jun 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/pr/MaZGXHLZ17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/MaTLLXL17,
  author    = {Xiaolong Ma and
               Xiaohua Tong and
               Sicong Liu and
               Xin Luo and
               Huan Xie and
               Chengming Li},
  title     = {Optimized Sample Selection in {SVM} Classification by Combining with
               DMSP-OLS, Landsat {NDVI} and GlobeLand30 Products for Extracting Urban
               Built-Up Areas},
  journal   = {Remote. Sens.},
  volume    = {9},
  number    = {3},
  pages     = {236},
  year      = {2017},
  url       = {https://doi.org/10.3390/rs9030236},
  doi       = {10.3390/rs9030236},
  timestamp = {Mon, 11 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/remotesensing/MaTLLXL17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/LiuDTSPM17,
  author    = {Sicong Liu and
               Qian Du and
               Xiaohua Tong and
               Alim Samat and
               Haiyan Pan and
               Xiaolong Ma},
  title     = {Band Selection-Based Dimensionality Reduction for Change Detection
               in Multi-Temporal Hyperspectral Images},
  journal   = {Remote. Sens.},
  volume    = {9},
  number    = {10},
  pages     = {1008},
  year      = {2017},
  url       = {https://doi.org/10.3390/rs9101008},
  doi       = {10.3390/rs9101008},
  timestamp = {Mon, 11 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/remotesensing/LiuDTSPM17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/saem/GuTWM17,
  author    = {Yonggen Gu and
               Jie Tao and
               Xiaohong Wu and
               Xiaolong Ma},
  title     = {Online mechanism with latest-reservation for dynamic VMs allocation
               in private cloud},
  journal   = {Int. J. Syst. Assur. Eng. Manag.},
  volume    = {8},
  number    = {3s},
  pages     = {2009--2016},
  year      = {2017},
  url       = {https://doi.org/10.1007/s13198-016-0422-6},
  doi       = {10.1007/s13198-016-0422-6},
  timestamp = {Sat, 27 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/saem/GuTWM17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/WangMMJ17,
  author    = {Dianhai Wang and
               Xiaolong Ma and
               Dongfang Ma and
               Sheng Jin},
  title     = {A Novel Speed-Density Relationship Model Based on the Energy Conservation
               Concept},
  journal   = {{IEEE} Trans. Intell. Transp. Syst.},
  volume    = {18},
  number    = {5},
  pages     = {1179--1189},
  year      = {2017},
  url       = {https://doi.org/10.1109/TITS.2016.2602839},
  doi       = {10.1109/TITS.2016.2602839},
  timestamp = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tits/WangMMJ17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/MaTLM17,
  author    = {Xiaolong Ma and
               Xiaohua Tong and
               Sicong Liu and
               Zhaoting Ma},
  title     = {Extraction of built-up areas in Chinese silk road economic belt based
               on {DMSP-OLS} data},
  booktitle = {2017 {IEEE} International Geoscience and Remote Sensing Symposium,
               {IGARSS} 2017, Fort Worth, TX, USA, July 23-28, 2017},
  pages     = {5877--5880},
  publisher = {{IEEE}},
  year      = {2017},
  url       = {https://doi.org/10.1109/IGARSS.2017.8128346},
  doi       = {10.1109/IGARSS.2017.8128346},
  timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
  biburl    = {https://dblp.org/rec/conf/igarss/MaTLM17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micro/DingLWLLZWQBYMZ17,
  author    = {Caiwen Ding and
               Siyu Liao and
               Yanzhi Wang and
               Zhe Li and
               Ning Liu and
               Youwei Zhuo and
               Chao Wang and
               Xuehai Qian and
               Yu Bai and
               Geng Yuan and
               Xiaolong Ma and
               Yipeng Zhang and
               Jian Tang and
               Qinru Qiu and
               Xue Lin and
               Bo Yuan},
  editor    = {Hillery C. Hunter and
               Jaime Moreno and
               Joel S. Emer and
               Daniel S{\'{a}}nchez},
  title     = {CirCNN: accelerating and compressing deep neural networks using block-circulant
               weight matrices},
  booktitle = {Proceedings of the 50th Annual {IEEE/ACM} International Symposium
               on Microarchitecture, {MICRO} 2017, Cambridge, MA, USA, October 14-18,
               2017},
  pages     = {395--408},
  publisher = {{ACM}},
  year      = {2017},
  url       = {https://doi.org/10.1145/3123939.3124552},
  doi       = {10.1145/3123939.3124552},
  timestamp = {Wed, 11 Aug 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/micro/DingLWLLZWQBYMZ17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mwscas/YuanDCMZR0W17,
  author    = {Geng Yuan and
               Caiwen Ding and
               Ruizhe Cai and
               Xiaolong Ma and
               Ziyi Zhao and
               Ao Ren and
               Bo Yuan and
               Yanzhi Wang},
  title     = {Memristor crossbar-based ultra-efficient next-generation baseband
               processors},
  booktitle = {{IEEE} 60th International Midwest Symposium on Circuits and Systems,
               {MWSCAS} 2017, Boston, MA, USA, August 6-9, 2017},
  pages     = {1121--1124},
  publisher = {{IEEE}},
  year      = {2017},
  url       = {https://doi.org/10.1109/MWSCAS.2017.8053125},
  doi       = {10.1109/MWSCAS.2017.8053125},
  timestamp = {Mon, 09 Aug 2021 14:54:01 +0200},
  biburl    = {https://dblp.org/rec/conf/mwscas/YuanDCMZR0W17.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-08917,
  author    = {Caiwen Ding and
               Siyu Liao and
               Yanzhi Wang and
               Zhe Li and
               Ning Liu and
               Youwei Zhuo and
               Chao Wang and
               Xuehai Qian and
               Yu Bai and
               Geng Yuan and
               Xiaolong Ma and
               Yipeng Zhang and
               Jian Tang and
               Qinru Qiu and
               Xue Lin and
               Bo Yuan},
  title     = {CirCNN: Accelerating and Compressing Deep Neural Networks Using Block-CirculantWeight
               Matrices},
  journal   = {CoRR},
  volume    = {abs/1708.08917},
  year      = {2017},
  url       = {http://arxiv.org/abs/1708.08917},
  eprinttype = {arXiv},
  eprint    = {1708.08917},
  timestamp = {Wed, 09 Jun 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1708-08917.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/comsis/MaDWL16,
  author    = {Xiaolong Ma and
               Yonghui Dai and
               Ziyi Wang and
               Lanjuan Liu},
  title     = {Design of online double auction mechanism for aging sensitive commodity},
  journal   = {Comput. Sci. Inf. Syst.},
  volume    = {13},
  number    = {2},
  pages     = {579--592},
  year      = {2016},
  url       = {https://doi.org/10.2298/CSIS160212016M},
  doi       = {10.2298/CSIS160212016M},
  timestamp = {Tue, 21 May 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/comsis/MaDWL16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MaZGXHLZ16,
  author    = {Xiaolong Ma and
               Xiatian Zhu and
               Shaogang Gong and
               Xudong Xie and
               Jianming Hu and
               Kin{-}Man Lam and
               Yisheng Zhong},
  title     = {Person Re-Identification by Unsupervised Video Matching},
  journal   = {CoRR},
  volume    = {abs/1611.08512},
  year      = {2016},
  url       = {http://arxiv.org/abs/1611.08512},
  eprinttype = {arXiv},
  eprint    = {1611.08512},
  timestamp = {Wed, 16 Jun 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/MaZGXHLZ16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieiceee/MaYH15,
  author    = {Xiaolong Ma and
               Huaxiang Yin and
               Peizhen Hong},
  title     = {Gate-All-Around Silicon Nanowire Transistors with channel-last process
               on bulk Si substrate},
  journal   = {{IEICE} Electron. Express},
  volume    = {12},
  number    = {7},
  pages     = {20150094},
  year      = {2015},
  url       = {https://doi.org/10.1587/elex.12.20150094},
  doi       = {10.1587/elex.12.20150094},
  timestamp = {Fri, 12 Feb 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/ieiceee/MaYH15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jvcir/MaXLZ15,
  author    = {Xiaolong Ma and
               Xudong Xie and
               Kin{-}Man Lam and
               Yisheng Zhong},
  title     = {Efficient saliency analysis based on wavelet transform and entropy
               theory},
  journal   = {J. Vis. Commun. Image Represent.},
  volume    = {30},
  pages     = {201--207},
  year      = {2015},
  url       = {https://doi.org/10.1016/j.jvcir.2015.04.008},
  doi       = {10.1016/j.jvcir.2015.04.008},
  timestamp = {Wed, 16 Jun 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/jvcir/MaXLZ15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jvcir/MaXLHZ15,
  author    = {Xiaolong Ma and
               Xudong Xie and
               Kin{-}Man Lam and
               Jianming Hu and
               Yisheng Zhong},
  title     = {Saliency detection based on singular value decomposition},
  journal   = {J. Vis. Commun. Image Represent.},
  volume    = {32},
  pages     = {95--106},
  year      = {2015},
  url       = {https://doi.org/10.1016/j.jvcir.2015.08.003},
  doi       = {10.1016/j.jvcir.2015.08.003},
  timestamp = {Wed, 16 Jun 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/jvcir/MaXLHZ15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/MaXLXCP15,
  author    = {Xiaolong Ma and
               Guanghua Xu and
               Min Li and
               Jun Xie and
               Longting Chen and
               Wei Pei},
  title     = {Measuring cervical vertebra movements using kinect sensor},
  booktitle = {37th Annual International Conference of the {IEEE} Engineering in
               Medicine and Biology Society, {EMBC} 2015, Milan, Italy, August 25-29,
               2015},
  pages     = {2771--2774},
  publisher = {{IEEE}},
  year      = {2015},
  url       = {https://doi.org/10.1109/EMBC.2015.7318966},
  doi       = {10.1109/EMBC.2015.7318966},
  timestamp = {Fri, 04 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/embc/MaXLXCP15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lanman/MaZX15,
  author    = {Xiaolong Ma and
               Fanzi Zeng and
               Jisheng Xu},
  title     = {A novel energy efficient cooperative spectrum sensing scheme for cognitive
               radio sensor network based on evolutionary game},
  booktitle = {2015 {IEEE} International Workshop on Local and Metropolitan Area
               Networks, {LANMAN} 2015, Beijing, China, April 22-24, 2015},
  pages     = {1--6},
  publisher = {{IEEE}},
  year      = {2015},
  url       = {https://doi.org/10.1109/LANMAN.2015.7114726},
  doi       = {10.1109/LANMAN.2015.7114726},
  timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
  biburl    = {https://dblp.org/rec/conf/lanman/MaZX15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vlsi/MaXC14,
  author    = {Xiaolong Ma and
               Jiangtao Xu and
               Guican Chen},
  title     = {Improved Quantization Error Compensation Method for Fixed-Width Booth
               Multipliers},
  journal   = {{VLSI} Design},
  volume    = {2014},
  pages     = {451310:1--451310:9},
  year      = {2014},
  url       = {https://doi.org/10.1155/2014/451310},
  doi       = {10.1155/2014/451310},
  timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/vlsi/MaXC14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/MaWFMJ14,
  author    = {Dongfang Ma and
               Dianhai Wang and
               Fengjie Fu and
               Xiaolong Ma and
               Sheng Jin},
  title     = {Estimation of saturation degree for lane groups at signalized intersections
               using video imaging detection data},
  booktitle = {17th International {IEEE} Conference on Intelligent Transportation
               Systems, {ITSC} 2014, Qingdao, China, October 8-11, 2014},
  pages     = {774--779},
  publisher = {{IEEE}},
  year      = {2014},
  url       = {https://doi.org/10.1109/ITSC.2014.6957783},
  doi       = {10.1109/ITSC.2014.6957783},
  timestamp = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/itsc/MaWFMJ14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/npc/WuG0TCM14,
  author    = {Xiaohong Wu and
               Yonggen Gu and
               Guoqiang Li and
               Jie Tao and
               Jingyu Chen and
               Xiaolong Ma},
  editor    = {Ching{-}Hsien Hsu and
               Xuanhua Shi and
               Valentina Salapura},
  title     = {Online Mechanism Design for VMs Allocation in Private Cloud},
  booktitle = {Network and Parallel Computing - 11th {IFIP} {WG} 10.3 International
               Conference, {NPC} 2014, Ilan, Taiwan, September 18-20, 2014. Proceedings},
  series    = {Lecture Notes in Computer Science},
  volume    = {8707},
  pages     = {234--246},
  publisher = {Springer},
  year      = {2014},
  url       = {https://doi.org/10.1007/978-3-662-44917-2\_20},
  doi       = {10.1007/978-3-662-44917-2\_20},
  timestamp = {Tue, 14 May 2019 10:00:51 +0200},
  biburl    = {https://dblp.org/rec/conf/npc/WuG0TCM14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieiceee/MaWXC13,
  author    = {Xiaolong Ma and
               Minshun Wu and
               Jiangtao Xu and
               Guican Chen},
  title     = {A novel delay optimization method for a critical path in {VLSI} design},
  journal   = {{IEICE} Electron. Express},
  volume    = {10},
  number    = {18},
  pages     = {20130446},
  year      = {2013},
  url       = {https://doi.org/10.1587/elex.10.20130446},
  doi       = {10.1587/elex.10.20130446},
  timestamp = {Fri, 12 Feb 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/ieiceee/MaWXC13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/YuanXML13,
  author    = {Zhaojun Yuan and
               Xudong Xie and
               Xiaolong Ma and
               Kin{-}Man Lam},
  title     = {Color facial image denoising based on rpca and noisy pixel detection},
  booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
               {ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
  pages     = {2449--2453},
  publisher = {{IEEE}},
  year      = {2013},
  url       = {https://doi.org/10.1109/ICASSP.2013.6638095},
  doi       = {10.1109/ICASSP.2013.6638095},
  timestamp = {Wed, 16 Jun 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/icassp/YuanXML13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isce/MaXLZ13,
  author    = {Xiaolong Ma and
               Xudong Xie and
               Kin{-}Man Lam and
               Yisheng Zhong},
  title     = {A new bottom-up method for saliency detection},
  booktitle = {{IEEE} International Symposium on Consumer Electronics, {ISCE} 2013,
               Hsinchu City, Taiwan, June 3-6, 2013},
  pages     = {97--98},
  publisher = {{IEEE}},
  year      = {2013},
  url       = {https://doi.org/10.1109/ISCE.2013.6570272},
  doi       = {10.1109/ISCE.2013.6570272},
  timestamp = {Mon, 09 Aug 2021 14:54:01 +0200},
  biburl    = {https://dblp.org/rec/conf/isce/MaXLZ13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isce/MaXLZ13a,
  author    = {Xiaolong Ma and
               Xudong Xie and
               Kin{-}Man Lam and
               Yisheng Zhong},
  title     = {An efficient method for blocky and scratch noise removal},
  booktitle = {{IEEE} International Symposium on Consumer Electronics, {ISCE} 2013,
               Hsinchu City, Taiwan, June 3-6, 2013},
  pages     = {173--174},
  publisher = {{IEEE}},
  year      = {2013},
  url       = {https://doi.org/10.1109/ISCE.2013.6570169},
  doi       = {10.1109/ISCE.2013.6570169},
  timestamp = {Wed, 16 Jun 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/isce/MaXLZ13a.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/MaXLZ13,
  author    = {Xiaolong Ma and
               Xudong Xie and
               Kin{-}Man Lam and
               Yi Zhang},
  title     = {Saliency analysis based on multi-scale wavelet decomposition},
  booktitle = {16th International {IEEE} Conference on Intelligent Transportation
               Systems, {ITSC} 2013, The Hague, The Netherlands, October 6-9, 2013},
  pages     = {1977--1980},
  publisher = {{IEEE}},
  year      = {2013},
  url       = {https://doi.org/10.1109/ITSC.2013.6728519},
  doi       = {10.1109/ITSC.2013.6728519},
  timestamp = {Wed, 16 Jun 2021 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/itsc/MaXLZ13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/MaL07,
  author    = {Xiaolong Ma and
               Konstantin Likharev},
  title     = {Global Reinforcement Learning in Neural Networks},
  journal   = {{IEEE} Trans. Neural Networks},
  volume    = {18},
  number    = {2},
  pages     = {573--577},
  year      = {2007},
  url       = {https://doi.org/10.1109/TNN.2006.888376},
  doi       = {10.1109/TNN.2006.888376},
  timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/tnn/MaL07.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iita/LiuZLM07,
  author    = {Qiaoge Liu and
               Jie Zhou and
               Jianyu Li and
               Xiaolong Ma},
  editor    = {Fei Yu and
               Renfa Li and
               Guiping Liao},
  title     = {Modeling and Analyzing Switching Cost of Service},
  booktitle = {Proceedings of the Workshop on Intelligent Information Technology
               Application, {IITA} 2007, Zhang Jiajie, China, December 2-3, 2007},
  pages     = {270--273},
  publisher = {{IEEE} Computer Society},
  year      = {2007},
  url       = {https://doi.org/10.1109/IITA.2007.47},
  doi       = {10.1109/IITA.2007.47},
  timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iita/LiuZLM07.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/Ma07,
  author    = {Xiaolong Ma},
  editor    = {Derong Liu and
               Shumin Fei and
               Zeng{-}Guang Hou and
               Huaguang Zhang and
               Changyin Sun},
  title     = {An Extremely Simple Reinforcement Learning Rule for Neural Networks},
  booktitle = {Advances in Neural Networks - {ISNN} 2007, 4th International Symposium
               on Neural Networks, {ISNN} 2007, Nanjing, China, June 3-7, 2007, Proceedings,
               Part {I}},
  series    = {Lecture Notes in Computer Science},
  volume    = {4491},
  pages     = {434--440},
  publisher = {Springer},
  year      = {2007},
  url       = {https://doi.org/10.1007/978-3-540-72383-7\_51},
  doi       = {10.1007/978-3-540-72383-7\_51},
  timestamp = {Tue, 14 May 2019 10:00:36 +0200},
  biburl    = {https://dblp.org/rec/conf/isnn/Ma07.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/MaL06,
  author    = {Xiaolong Ma and
               Konstantin Likharev},
  title     = {Global Reinforcement Learning in Neural Networks with Stochastic Synapses},
  booktitle = {Proceedings of the International Joint Conference on Neural Networks,
               {IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence,
               {WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
  pages     = {47--53},
  publisher = {{IEEE}},
  year      = {2006},
  url       = {https://doi.org/10.1109/IJCNN.2006.246658},
  doi       = {10.1109/IJCNN.2006.246658},
  timestamp = {Tue, 10 Aug 2021 14:29:47 +0200},
  biburl    = {https://dblp.org/rec/conf/ijcnn/MaL06.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/TurelLML05,
  author    = {{\"{O}}zg{\"{u}}r T{\"{u}}rel and
               Jung Hoon Lee and
               Xiaolong Ma and
               Konstantin Likharev},
  title     = {Architectures for nanoelectronic implementation of artificial neural
               networks: new results},
  journal   = {Neurocomputing},
  volume    = {64},
  pages     = {271--283},
  year      = {2005},
  url       = {https://doi.org/10.1016/j.neucom.2004.11.023},
  doi       = {10.1016/j.neucom.2004.11.023},
  timestamp = {Sat, 20 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ijon/TurelLML05.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LeeML05,
  author    = {Jung Hoon Lee and
               Xiaolong Ma and
               Konstantin Likharev},
  title     = {{CMOL} CrossNets: Possible Neuromorphic Nanoelectronic Circuits},
  booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information
               Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
               Columbia, Canada]},
  pages     = {755--762},
  year      = {2005},
  url       = {https://proceedings.neurips.cc/paper/2005/hash/b44afe91b8a427a6be2078cc89bd6f9b-Abstract.html},
  timestamp = {Thu, 21 Jan 2021 15:15:25 +0100},
  biburl    = {https://dblp.org/rec/conf/nips/LeeML05.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcta/TurelLML04,
  author    = {{\"{O}}zg{\"{u}}r T{\"{u}}rel and
               Jung Hoon Lee and
               Xiaolong Ma and
               Konstantin K. Likharev},
  title     = {Neuromorphic architectures for nanoelectronic circuits},
  journal   = {Int. J. Circuit Theory Appl.},
  volume    = {32},
  number    = {5},
  pages     = {277--302},
  year      = {2004},
  url       = {https://doi.org/10.1002/cta.282},
  doi       = {10.1002/cta.282},
  timestamp = {Mon, 11 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/ijcta/TurelLML04.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/TurelLML04,
  author    = {{\"{O}}zg{\"{u}}r T{\"{u}}rel and
               Jung Hoon Lee and
               Xiaolong Ma and
               Konstantin Likharev},
  title     = {Architectures for Nanoelectronic Neural Networks: New Results},
  booktitle = {{ESANN} 2004, 12th European Symposium on Artificial Neural Networks,
               Bruges, Belgium, April 28-30, 2004, Proceedings},
  pages     = {423--428},
  year      = {2004},
  url       = {https://www.elen.ucl.ac.be/Proceedings/esann/esannpdf/es2004-141.pdf},
  timestamp = {Thu, 15 Jul 2021 13:34:17 +0200},
  biburl    = {https://dblp.org/rec/conf/esann/TurelLML04.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
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